点击上方“Deephub Imba”,关注公众号,好文章不错过 !ChatGPT 发布之后，AI 智能体的概念就一直牵动着整个行业的想象力。它描绘的场景很诱人：给 AI 系统一个目标，让它自行拆解问题、调用工具、收集信息，最终综合出结果。围绕这个概念的框架生态已经相当拥挤了：LangChain、CrewAI、AutoGen、Semantic Kernel、Agent ...

Abstract: Current Text-to-SQL methods are evaluated and only focused on executable queries overlooking the semantic alignment challenge both in terms of the semantic meaning of the query and the ...

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Dippu is a strategic Data & Analytics leader and thought leader in emerging solutions, including Computer Vision and Generative AI/LLMs. Dippu is a strategic Data & Analytics leader and thought leader ...

Every data engineering team right now is being asked the same question: "How do we build a chatbot that talks to our data?" The prototypes are deceptively simple. A developer connects GPT-5.1 to a ...

A team of AI researchers at Bloomberg have developed PExA, an agentic framework that achieved 70.2% execution accuracy, sharing one of the top positions on the Spider 2.0 (Snow) leaderboard, one of ...

In most enterprises, data access still feels like a locked room with SQL as the only key. Business teams depend on data engineers for every report, dashboard, or metric tweak. Even in the age of ...

Semantic SEO helps search engines understand context. Learn how to use entities, topics, and intent to build richer content that ranks higher. Semantic SEO aims to describe the relationships between ...

了解如何使用 Tinker 和 Ray 微调 text-to-SQL 模型，从而提高 AI 生成高效 SQL 查询的能力。 在推进 text-to-SQL 模型的创新方法中，Anyscale 介绍了一种利用 Tinker 和 Ray 来简化训练和部署过程的方法。这一发展旨在增强 AI 构建者生成高效 SQL 查询的能力，根据 Anyscale。

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